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compressive sensing

126 papers

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Also known as

HCS CS

Co-occurring keywords

image reconstruction (663) sparse recovery (113) compressed sensing (198) convex optimization (1320) convolutional neural network (4216) neural network (6616) dictionary learning (277) signal reconstruction (43) phase retrieval (57) hyperspectral imaging (82)

Papers

Phase Transitions in the Pooled Data Problem NIPS 2017
Structured Matrix Recovery via the Generalized Dantzig Selector NIPS 2016
Deep ADMM-Net for Compressive Sensing MRI NIPS 2016
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements CVPR 2016
Random Features for Sparse Signal Classification CVPR 2016
Fast recovery from a union of subspaces NIPS 2016
Maximal Sparsity with Deep Networks? NIPS 2016
Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity CVPR 2015
Fast and Accurate Head Pose Estimation via Random Projection Forests ICCV 2015
Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015
A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015
Geometric Conditions for Subspace-Sparse Recovery ICML 2015
Frequency-Based Environment Matting by Compressive Sensing ICCV 2015
Ambient Occlusion via Compressive Visibility Estimation CVPR 2015
FPA-CS: Focal Plane Array-Based Compressive Imaging in Short-Wave Infrared CVPR 2015
b-bit Marginal Regression NIPS 2015
A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014
A Dual Algorithm for Olfactory Computation in the Locust Brain NIPS 2014
Low-Cost Compressive Sensing for Color Video and Depth CVPR 2014
Finding a sparse vector in a subspace: Linear sparsity using alternating directions NIPS 2014
Efficient Sampling for Learning Sparse Additive Models in High Dimensions NIPS 2014
Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NIPS 2014
Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction CVPR 2014
New Bounds on Compressive Linear Least Squares Regression AISTATS 2014